Fixing a Broken Lead Routing Workflow with a Reliability Audit - Case Study - RoboHen

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Where the Workflow Was Breaking

Leads were coming in from multiple channels, but routing, qualification, and follow-up lacked consistency and structure.

Breakpoints in the workflow:

• leads routed to the wrong owner or left unassigned
• slow response times due to manual triage
• inconsistent qualification and enrichment steps
• duplicate records across CRM and spreadsheets
• limited visibility into where leads were getting stuck
• missed SLAs and lost opportunities

As volume increased, the workflow required constant manual intervention to keep functioning.

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Reliability Audit and Workflow Redesign

We conducted a 2-week Reliability Audit to map how leads actually flowed across systems, teams, and decision points.

What the audit uncovered:

• routing logic was inconsistent or undefined across lead sources
• qualification steps varied by rep and were not enforced
• duplicate handling and enrichment were manual and error-prone
• SLA expectations existed but were not built into execution
• no clear visibility into routing decisions or delays

What we changed:

• standardized lead intake and normalization across all sources
• defined explicit routing logic based on territory, segment, and rules
• embedded SLA timers, reminders, and escalation paths into the workflow
• introduced AI-assisted enrichment under strict guardrails
• added human-in-the-loop checkpoints for edge cases and high-value leads
• implemented full audit visibility into every step and handoff

Only after the workflow logic was clearly defined did we implement execution using RoboHen's reliability layer.

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What Changed After Fixing the Workflow

• Faster response times through automatic and consistent routing
• Fewer leads falling through the cracks
• Reduced manual triage workload for sales operations
• More consistent qualification and follow-up execution
• Clear visibility into bottlenecks and routing performance

The workflow now runs predictably, even as lead volume increases.

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Why It Worked

• Routing and qualification logic were explicitly defined before automation
• SLA enforcement was built into the workflow, not managed manually
• AI was applied only where safe and controlled
• Human oversight remained in place for exceptions and high-value leads
• Execution became consistent, auditable, and scalable

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From One Workflow to System-Wide Reliability

After stabilizing lead routing, the company extended the same reliability model into:

• meeting scheduling and pre-call preparation
• lead recycling and re-engagement workflows
• structured handoffs between SDRs and AEs
• reporting workflows for pipeline visibility

Each new workflow was built using the same logic-first approach, making expansion faster and more reliable.

→ View Workflow Logic →